Hans Vandierendonck

Research output

Research output per year 2000 2002 2003 2004 2006 2008 2010 2011 2013 2015 2016 2017 2019 2020 2021 2022 2023 2024 2025 2025

• 73 Conference contribution
• 42 Article
• 26 Paper
• 3 Chapter (peer-reviewed)
• 10 More
  • 3 Poster
  • 2 Other chapter contribution
  • 2 Working paper
  • 1 Other report
  • 1 Abstract
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2025

  DeepPUFSCA: deep learning for physical unclonable function attack based on side channel analysis support

  Doan, N. P., Pham, T. D., Zhang, Z., Tran, H. V., Miskelly, J., Vandierendonck, H., Hoang, A.-T., O'Neill, M. & Mai, T. S., 26 Feb 2025, (Accepted) 2025 Design Automation Conference (DAC): Proceedings. (Design Automation Conference (DAC): Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Side Channel 100%
  • Channel Analysis 100%
  • Learning System 100%
  • Machine Learning 100%
  • Deep Learning Method 100%

• InteDisUX: intepretation-guided discriminative user-centric explanation for time series

  Tran, V.-H., Zhang, Z., Pham, T. D., Doan, N. P., Hoang, A.-T., Li, P., Vandierendonck, H., Assent, I. & Mai, S. T., 11 Apr 2025, 39th AAAI Conference on Artificial Intelligence (AAAI-25): Proceedings. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI Press, p. 20921-20928 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Human Perception 100%
  12 Downloads (Pure)

• OrbitSI: An Orbit-based algorithm for the subgraph isomorphism search problem

  Tauhidi, S., Karmakar, A., Mai, T. S. & Vandierendonck, H., 19 Feb 2025, 2024 IEEE International Conference on Knowledge Graph (ICKG): Proceedings. Abu Dhabi: IEEE Xplore, p. 360-369 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Subgraph Isomorphism 100%
  • Heuristic Algorithm 66%
  • Tree Search 33%
  • Subgraphs 33%
  • Computational Effort 33%
  24 Downloads (Pure)

• Relax and don't stop: Graph-aware Asynchronous SSSP

  D'Antonio, M., von Geijer, K., Mai, T. S., Tsigas, P. & Vandierendonck, H., 02 May 2025, FCPC '25: Proceedings of the 1st FastCode Programming Challenge. New York, NY, USA: Association for Computing Machinery, p. 43-47 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Shortest Path Problem 100%
  • Global Barrier 100%
  • Extensive Parameter 100%
  • Peak Performance 100%
  • Single Source 100%
  8 Downloads (Pure)

• Software-defined number formats for high-speed belief propagation

  Sabbagh Molahosseini, A., Lee, J. & Vandierendonck, H., 20 Jan 2025, (Early online date) In: IEEE Transactions on Emerging Topics in Computing. 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Point Format 100%
  • Number Format 100%
  • Floating Point 100%
  • Belief Propagation 100%
  • Double Precision 40%
  12 Downloads (Pure)
• 2024

  Differentiating set intersections in maximal clique enumeration by function and subproblem size

  Vandierendonck, H., 03 Jun 2024, ICS '24: Proceedings of the 38th ACM International Conference on Supercomputing. Association for Computing Machinery, p. 150 - 163 14 p. (Proceedings of the 38th ACM International Conference on Supercomputing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Subproblem 100%
  • Maximal Clique 100%
  • Intersects 33%
  • Execution Time 33%
  • Search Algorithm 33%
  1 Citation (Scopus)

  59 Downloads (Pure)

• Exploiting data redundancy in CKKS encoding for high-speed homomorphic encryption

  Sabbagh Molahosseini, A. & Vandierendonck, H., 01 Jul 2024, ASIA CCS '24: proceedings of the 2024 ACM Asia Conference on Computer and Communications Security. Association for Computing Machinery, p. 990 - 1002 (Proceedings of the ACM Asia Conference on Computer and Communications Security).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Homomorphic Encryption 100%
  • Data Redundancy 100%
  • Real Number 66%
  • Hardware Implementation 33%
  • Software Library 33%
  61 Downloads (Pure)

• Machine learning-based per-instance algorithm selection for high-performance subgraph isomorphism enumeration

  Tauhidi, S. I., Karmakar, A., Mai, T. S. & Vandierendonck, H., 15 Sept 2024, International Conference on Metaheuristics and Nature Inspired Computing (META 2023): proceedings. Dorronsoro, B., Ellaia, R. & Talbi, E.-G. (eds.). Springer, p. 214–229 (Communications in Computer and Information Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithm Selection 100%
  • Instance Algorithm 100%
  • Subgraph Isomorphism 100%
  • Learning System 100%
  • Machine Learning 100%

• Navigating speed–accuracy trade-offs for multi-physics simulations

  Moradinia, Z., Vandierendonck, H. & Murphy, A., 25 Aug 2024, (Early online date) In: Meccanica . 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Dependability 100%
  • Balancing Speed 100%
  • Physic Simulation 100%
  76 Downloads (Pure)

• On overcoming HPC challenges of trillion-scale real-world graph datasets

  Koohi Esfahani, M., Boldi, P., Vandierendonck, H., Kilpatrick, P. & Vigna, S., 22 Jan 2024, 2023 IEEE International Conference on Big Data (BigData): proceedings. Institute of Electrical and Electronics Engineers Inc.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Compression Technique 100%
  1 Citation (Scopus)

• QClique: optimizing performance and accuracy in maximum weighted clique

  Abbas, Q., Koohi Esfahani, M., Overton, I. & Vandierendonck, H., 26 Aug 2024, 30th International European Conference on Parallel and Distributed Computing(Euro-Par 2024: Parallel Processing): proceedings, part III. Carretero, J., Shende, S., Garcia-Blas, J., Brandic, I., Olcoz, K. & Schreiber, M. (eds.). Springer, p. 88-102 15 p. (Lecture Notes in Computer Science; vol. 14803)(European Conference on Parallel Processing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Weighted Accuracy 100%
  • Exact Algorithm 100%
  33 Downloads (Pure)

• Selective parallel loading of large-scale compressed graphs with ParaGrapher

  Koohi Esfahani, M., D'Antonio, M., Tauhidi, S., Mai, T. S. & Vandierendonck, H., 30 Apr 2024, Queen's University Belfast. 13 p.

  Research output: Book/Report › Other report

  Open Access

  File

  • Compressed Graph 100%
  • Graph Algorithms 66%
  • Performance Model 33%
  • Distributed Memory 33%
  • Graph Framework 33%
  36 Downloads (Pure)

• Software-defined number formats: bridging the gap between accuracy, performance and security

  Sabbagh Molahosseini, A. & Vandierendonck, H., 09 Sept 2024.

  Research output: Contribution to conference › Poster › peer-review

  File

  • Floating Point 100%
  • Single Application 100%
  • Moore's Law 100%
  • Computing Device 100%
  • Memory Bandwidth 100%
  11 Downloads (Pure)

• The effects of weight quantization on online federated learning for the IoT: a case study

  Gimenez, N. L., Lee, J., Freitag, F. & Vandierendonck, H., 04 Jan 2024, In: IEEE Access. 12, p. 5490-5502 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Federated Learning 100%
  • Case Study 100%
  • Internet-Of-Things 100%
  • Communication Bandwidth 16%
  • Neural Network 16%
  6 Citations (Scopus)

  7 Downloads (Pure)

• WaveletMixer: a multi-resolution wavelets based MLP-mixer for multivariate long-term time series forecasting

  Zhang, Z., Pham, T. D., An, Y., Doan, N. P., Alsharari, M., Tran, H. V., Hoang, A.-T., Vandierendonck, H. & Mai, T. S., 09 Dec 2024, (Accepted).

  Research output: Contribution to conference › Paper › peer-review

  • Frequency Domain 100%
  • Mixers (Machinery) 100%
  • Long-Term Forecasting 100%
  • Time Series 100%
  • World Application 50%
• 2023

  Dataset Announcement: MS-BioGraphs, Trillion-Scale Public Real-World Sequence Similarity Graphs

  Koohi Esfahani, M., Boldi, P., Vandierendonck, H., Kilpatrick, P. & Vigna, S., Oct 2023, 2023 IEEE International Symposium on Workload Characterization (IISWC’23).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Real World 100%
  • Similarity Graph 100%
  • Family 100%
  • Algorithms 50%
  • Compression Technique 50%

• Decentralised biomedical signal classification using early exits

  Xiaolin, L., Vandierendonck, H., Nikolopoulos, D. S., Ji, B., Cardiff, B. & John, D., 07 Aug 2023, Proceedings of the 21st IEEE Northeast Workshop on Circuits and Systems, NEWCAS 2023. Institute of Electrical and Electronics Engineers Inc., 2 p. (Annual IEEE Northeast Workshop on Circuits and Systems: proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Complexity 100%
  • Subnetwork 100%
  • Biomedical Signal 100%
  • Energy Consumption 66%
  • Internet of Things 66%
  2 Citations (Scopus)

• Dengue fever: from extreme climates to outbreak prediction

  Mai, S. T., Phi, H. T., Abubakar, A., Kilpatrick, P., Nguyen, H. Q. V. & Vandierendonck, H., 01 Feb 2023, 2022 IEEE International Conference on Data Mining (ICDM): proceedings. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1083-1088 6 p. (IEEE International Conference on Data Mining (ICDM)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Events 100%
  • Dengue Fever 100%
  • Machine Learning 50%
  • Long Short-Term Memory Network 50%
  • Propagation Step 50%
  6 Citations (Scopus)

  264 Downloads (Pure)

• MS-BioGraphs: Sequence Similarity Graph Datasets

  Koohi Esfahani, M., Boldi, P., Vandierendonck, H., Kilpatrick, P. & Vigna, S., 31 Aug 2023, 13 p.

  Research output: Other contribution

  Open Access

  • Similarity Graph 100%
  • Time 100%
  • Solution and Solubility 100%
  • Peptide Sequence 100%
  • Compression 100%
  2 Downloads (Pure)

• Resource-efficient convolutional networks: a survey on model, arithmetic, and implementation-level techniques

  Lee, J., Mukhanov, L., Sabbagh Molahosseini, A., Minhas, U., Hua, Y., Martinez-del-Rincon, J., Dichev, K., Hong, C.-H. & Vandierendonck, H., 14 Mar 2023, (Early online date) In: ACM Computing Surveys.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Survey 100%
  • Level Technique 100%
  • Convolutional Network 100%
  • Convolutional Neural Network 100%
  • Arithmetic Model 100%
  21 Citations (Scopus)

  179 Downloads (Pure)

• ROMA: run-time object detection to maximize real-time accuracy

  Lee, J., Varghese, B. & Vandierendonck, H., 06 Feb 2023, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023. Institute of Electrical and Electronics Engineers Inc., p. 6394-6403 10 p. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV): Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Accuracy 100%
  • Object Detection 100%
  • Detection 66%
  • Detection Accuracy 66%
  • Optimal Detector 33%
  3 Citations (Scopus)

  101 Downloads (Pure)
• 2022

  Comparison of Two Microcontroller Boards for On-Device Model Training in a Keyword Spotting Task

  Gimenez, N. L., Freitag, F., Lee, J. K. & Vandierendonck, H., 21 Jun 2022, 2022 11th Mediterranean Conference on Embedded Computing (MECO 2022): Proceedings. Institute of Electrical and Electronics Engineers Inc., 4 p. (11th Mediterranean Conference on Embedded Computing: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Microcontroller 100%
  • Training Model 100%
  • Models 100%
  • Accuracy 33%
  • Machine Learning 33%
  8 Citations (Scopus)

• Increased leverage of transprecision computing for machine vision applications at the edge

  Minhas, U. I., Lee, J., Mukhanov, L., Karakonstantis, G., Vandierendonck, H. & Woods, R., Oct 2022, In: Journal of Signal Processing Systems. 94, 10, p. 1101-1118 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Machine Vision Application 100%
  • Machine Vision 50%
  • Resource Constraint 50%
  2 Citations (Scopus)

  15 Downloads (Pure)

• LOTUS: locality optimizing triangle counting

  Koohi Esfahani, M., Kilpatrick, P. & Vandierendonck, H., 06 Apr 2022, Proceedings of the 27th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2022. Association for Computing Machinery, p. 219-233 15 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Real World 100%
  • Algorithms 66%
  • Application 33%
  • Evaluation 33%
  • Processor Architectures 33%
  6 Citations (Scopus)

  165 Downloads (Pure)

• Low-precision floating-point formats: from general-purpose to application-specific

  Sabbagh Molahosseini, A., Sousa, L., Emrani Zarandi, A. A. & Vandierendonck, H., 22 Aug 2022, Approximate computing. Liu, W. & Lombardi, F. (eds.). Springer Nature Switzerland, p. 77-98

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  • Accuracy 100%
  • Dynamics 25%
  • Adjustment 12%
  4 Citations (Scopus)

• MASTIFF: structure-aware minimum spanning tree/forest

  Koohi Esfahani, M., Kilpatrick, P. & Vandierendonck, H., 28 Jun 2022, Proceedings of the 36th ACM International Conference on Supercomputing, ICS 2022. Association for Computing Machinery, 13 p. 9. ( ACM International Conference on Supercomputing: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Algorithms 100%
  • Minimum Spanning Tree 100%
  • Application 20%
  • Real World 20%
  • Evaluation 20%
  3 Citations (Scopus)

  230 Downloads (Pure)

• Model-agnostic Counterfactual Explanations in Credit Scoring

  Dastile, X., Celik, T. & Vandierendonck, H., 25 May 2022, (Early online date) In: IEEE Access. 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Models 100%
  • Deep Learning 100%
  • Black Box 100%
  • Prediction 100%
  • Credit Rating 100%
  22 Citations (Scopus)

  119 Downloads (Pure)

• SAPCo Sort: optimizing degree-ordering for power-law graphs

  Koohi Esfahani, M., Kilpatrick, P. & Vandierendonck, H., 27 Jun 2022, Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2022. Institute of Electrical and Electronics Engineers Inc., 3 p. (IEEE International Symposium on Performance Analysis of Systems and Software: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Evaluation 100%
  • Algorithms 100%
  • Degree Distribution 100%
  • Sorting Algorithm 100%
  • Graph Analytics 100%
  2 Citations (Scopus)

• Software-defined floating-point number formats and their application to graph processing

  Vandierendonck, H., 28 Jun 2022, Proceedings of the 36th ACM International Conference on Supercomputing: ICS 2022. Association for Computing Machinery, 17 p. 8. (Proceedings of the International Conference on Supercomputing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Application 100%
  • Floating-Point Number 100%
  • Software 100%
  • Workload 66%
  • Instruction Set 66%
  1 Citation (Scopus)
• 2021

  Exploiting in-hub temporal locality in SpMV-based graph processing

  Koohi Esfahani, M., Kilpatrick, P. & Vandierendonck, H., 05 Oct 2021, Proceedings of the 50th International Conference on Parallel Processing, ICPP 2021. New York, NY, USA: Association for Computing Machinery, 10 p. 42

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vectors 100%
  • Temporal Locality 100%
  • Graph Traversal 33%
  • Real World 16%
  • Evaluation 16%
  13 Citations (Scopus)

  304 Downloads (Pure)

• How do graph relabeling algorithms improve memory locality?

  Koohi Esfahani, M., Kilpatrick, P. & Vandierendonck, H., 28 Apr 2021, Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2021. Institute of Electrical and Electronics Engineers Inc., p. 84-86 3 p. (IEEE International Symposium on Performance Analysis of Systems and Software: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithms 100%
  • Real World 33%
  • Functionality 33%
  5 Citations (Scopus)

  153 Downloads (Pure)

• Leveraging transprecision computing for machine vision applications at the edge

  Minhas, U. I., Mukhanov, L., Karakonstantis, G., Vandierendonck, H. & Woods, R., 11 Nov 2021, 2021 IEEE workshop on signal processing systems (SiPS): proceedings. Institute of Electrical and Electronics Engineers Inc., p. 205-210 (IEEE Workshop on Signal Processing Systems (SiPS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Accuracy 100%
  • Computing 100%
  • Workload 66%
  • Optimization Technique 33%
  • Quality of Service 33%
  3 Citations (Scopus)

• Locality analysis of graph reordering algorithms

  Koohi Esfahani, M., Kilpatrick, P. & Vandierendonck, H., 07 Nov 2021, Proceedings of the IEEE International Symposium on Workload Characterization, IISWC'21. Institute of Electrical and Electronics Engineers Inc., p. 101-112 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Algorithms 100%
  • Real World 28%
  • Degree Distribution 28%
  • Memory Access 28%
  • Design 14%
  10 Citations (Scopus)

  19 Downloads (Pure)

• Reducing the Burden of Parallel Loop Schedulers for Many-Core Processors

  Arif, M. & Vandierendonck, H., 05 Apr 2021, (Early online date) In: Concurrency and Computation: Practice and Experience. 29 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Core Processor 100%
  • Scheduler 100%
  • Many-Core 100%
  • Compiler 14%
  • Scalability 14%
  1 Citation (Scopus)

  265 Downloads (Pure)

• Thrifty label propagation: fast connected components for skewed-degree graphs

  Koohi Esfahani, M., Kilpatrick, P. & Vandierendonck, H., 13 Oct 2021, Proceedings of the IEEE International Conference on Cluster Computing, CLUSTER'21. Institute of Electrical and Electronics Engineers Inc., 12 p. (IEEE International Conference on Cluster Computing: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Connected Component 100%
  • Algorithms 85%
  • Real World 42%
  • Evaluation 14%
  • Processor Architectures 14%
  8 Citations (Scopus)

  147 Downloads (Pure)

• TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge

  Lee, J., Varghese, B., Woods, R. & Vandierendonck, H., 21 Jun 2021, 2021 IEEE 5th International Conference on Fog and Edge Computing (ICFEC): Proceedings. p. 53-60

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Accuracy 100%
  • Object Detection 100%
  • Object Detector 100%
  • Detection Accuracy 25%
  • Models 25%
  14 Citations (Scopus)

  211 Downloads (Pure)

• Towards Lower Precision Adaptive Filters: Facts from Backward Error Analysis of RLS

  Lee, J. & Vandierendonck, H., 04 Jun 2021, (Early online date) In: IEEE Transactions on Signal Processing.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Adaptive Filter 100%
  • Backward Error Analysis 100%
  • recursive least square 100%
  • Precision 100%
  • Error 100%
  8 Citations (Scopus)

  392 Downloads (Pure)

• Understood in translation: transformers for domain understanding

  Christofidellis, D., Manica, M., Georgopoulos, L. & Vandierendonck, H., 02 Feb 2021, Proceedings of the Workshop on Scientific Document Understanding. 14 p. (CEUR Workshop Proceedings; vol. 2831).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Domains 100%
  • Knowledge Acquisition 50%
  • Models 50%
  • Evaluation 25%
  • Machine Learning 25%
  55 Downloads (Pure)
• 2020

  AIR: Iterative Refinement Acceleration using Arbitrary Dynamic Precision: Iterative refinement acceleration using arbitrary dynamic precision

  Lee, J., Peterson, G., Nikolopoulos, D. & Vandierendonck, H., Sept 2020, In: Parallel Computing. 97, 102663.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Performance 100%
  • Iteration 100%
  • Width 100%
  • Iterative Refinement 100%
  • Information 50%
  8 Citations (Scopus)

  196 Downloads (Pure)

• Fast load balance parallel graph analytics with an automatic graph data structure selection algorithm

  Sun, J., Vandierendonck, H. & Nikolopoulos, D. S., Nov 2020, In: Future Generation Computer Systems. 112, p. 612-623 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Structure 100%
  • Algorithm Selection 100%
  • Graph Analytics 100%
  • Load Balance 100%
  • Algorithms 40%
  146 Downloads (Pure)

• Graptor: efficient pull and push style vectorized graph processing

  Vandierendonck, H., 29 Jun 2020, Proceedings of the 34th ACM International Conference on Supercomputing, ICS 2020. Association for Computing Machinery, 13 p. (Proceedings of the International Conference on Supercomputing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vectorization 100%
  • Evaluation 50%
  • Computation 50%
  • Compiler 50%
  • Graph Representation 50%
  6 Citations (Scopus)

• Half-Precision Floating-Point Formats for PageRank: Opportunities and Challenges

  Molahosseini, A. S. & Vandierendonck, H., 22 Dec 2020, 2020 IEEE High Performance Extreme Computing Conference, HPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9286179. (IEEE High Performance Extreme Computing Conference: Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Floating Point 100%
  • Standards 50%
  • Accuracy 50%
  • Experimental Result 50%
  • Computation 50%
  6 Citations (Scopus)

  637 Downloads (Pure)

• Mixed-Precision Kernel Recursive Least Squares

  Lee, J., Nikolopoulos, D. S. & Vandierendonck, H., 16 Dec 2020, (Early online date) In: IEEE Transactions on Neural Networks and Learning Systems.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Regression 100%
  • Learning Algorithm 100%
  • Temperature 100%
  • Time Series Prediction 100%
  • recursive least square 100%
  5 Citations (Scopus)

  556 Downloads (Pure)

• Poster Abstract: Achieving Scalable Consensus by Being Less Writey

  Davis, M. & Vandierendonck, H., 21 Jun 2020, HPDC '21: Proceedings of the 30th International Symposium on High-Performance Parallel and Distributed Computing. p. 257–258 (Proceedings of the International Symposium on High-Performance Parallel and Distributed Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Revealing DRAM Operating GuardBands through Workload-Aware Error Predictive Modeling

  Mukhanov, L., Tovletoglou, K., Vandierendonck, H., Nikolopoulos, D. & Karakonstantis, G., 26 Oct 2020, (Early online date) In: IEEE Transactions on Computers.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Workload 100%
  • Programs 50%
  • Machine Learning 50%
  • Probability 50%
  • Server 50%
  1 Citation (Scopus)

  293 Downloads (Pure)

• Stream-based representation and incremental optimization of technical market indicators

  Bakanov, K., Spence, I. & Vandierendonck, H., 09 Sept 2020, International Conference on High Performance Computing & Simulation (HPCS) 2019: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 833-841 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • User 100%
  • Benchmark 100%
  • Routers 100%
  • Formal Notation 100%
  • Development Platform 100%
  190 Downloads (Pure)

• Workload-aware DRAM error prediction using machine learning

  Mukhanov, L., Tovletoglou, K., Vandierendonck, H., Nikolopoulos, D. & Karakonstantis, G., 19 Mar 2020, IEEE International Symposium on Workload Characterization (IISWC) 2019: Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 106-118 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Machine Learning 100%
  • Workload 100%
  • Prediction Error 100%
  • Programs 50%
  • Server 33%
  21 Citations (Scopus)

  495 Downloads (Pure)
• 2019

  Code and Data Transformations to Address Garbage Collector Performance in Big Data Processing

  Fenacci, D., Vandierendonck, H. & Nikolopoulos, D., 11 Feb 2019, 25TH IEEE International Conference on High-Performance Computing, Data and Analytics. 25 ed. Institute of Electrical and Electronics Engineers Inc., 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Execution Time 100%
  • Big Data Processing 100%
  • Code Transformation 100%
  • Garbage Collector 100%
  • Garbage Collection 100%
  414 Downloads (Pure)

• Fast and Energy-Efficient OLAP Data Management on Hybrid Main Memory Systems

  Hassan, A., Nikolopoulos, D. & Vandierendonck, H., 27 May 2019, In: IEEE Transactions on Computers. 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Database 100%
  • Heuristics 100%
  • Energy Efficient 100%
  • Data Management 100%
  • Memory System 100%
  5 Citations (Scopus)

  507 Downloads (Pure)

• Hyperqueues: Design and Implementation of Deterministic Concurrent Queues

  Vandierendonck, H. & Nikolopoulos, D. S., 20 Nov 2019, In: ACM Transactions on Parallel Computing (TOPC). 6, 4, 35 p., 23.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Design 100%
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